Talks and writing
Places I've overthought in public.
Webinars, articles, and the classrooms where I mentor.
Talks
Why Customers Leave: Preventing Churn
Using crowdsourced data to find what actually drives people to switch providers.
RF 101 for Emerging Wireless ProfessionalsHow radio frequency works, why coverage behaves the way it does, and how RF shows up in your speed test.
Ookla for Good at the University of Houston
How open connectivity data helps students and researchers study the digital divide.
Writing
University of Oklahoma students return to Ookla for Good data to tackle connectivity challenges
Co-written with Katherine Macdonald.
Wi-Fi 7 adoption
Contributor to this Ookla Research article.
Cable MVNO speeds
Contributor to this Ookla Research article.
Mentoring and service
Senior capstone mentor
Six projects across three semesters, built on open connectivity data. The latest team analyzed how Vietnam's connectivity changed from 2019 to 2025.
Industry Advisory Board, ECE
Helping shape what electrical and computer engineering students learn before they hit the field.